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  • 开启程序人生 创造美好未来
  • 开启程序人生 创造美好未来
  • 开启程序人生 创造美好未来
  • 开启程序人生 创造美好未来
  • 开启程序人生 创造美好未来

付晓峰 副教授

硕士生导师

计算机科学与技术

人工智能,计算机视觉,模式识别,图像处理

fuxiaofeng@hdu.edu.cn
  • 付晓峰,女,博士,副教授,硕士生导师。一直从事人工智能方面的研究开发工作,包括:人机交互、计算机视觉、模式识别、智能机器人控制等。在生物特征如,人脸识别、表情识别方面颇有研究,此外涉及虚拟试衣、指纹、虹膜、掌纹、手写数字、车牌等分类和识别。主持2项国家自然科学基金、1项浙江省自然科学基金,参加1项国家863服务机器人重点项目、1项浙江省人才基金项目、1项浙江省新世纪151人才工程资助项目;作为主要成员参加1项浙江省科技计划重点研发项目、参加1项浙江省科技厅国际科技合作专项。先后受邀担任多个国际会议、期刊的评审人。在国内外重要刊物上作为第一作者发表论文数十篇,绝大多数被SCI和EI收录。在面向自然和谐人机交互中人脸表情识别的软件研究方面取得了一定的成果,研发了面向人机交互的人脸表情识别平台FERP。拥有专利、软件成果多项。研究成果被《中国图象图形学报》报道,详见https://mp.weixin.qq.com/s/hzQDwiiqD16lQQkZKvKvlA。

  • [1] Fu Xiaofeng, Wu Jun, Niu Li. Classification of small spontaneous expression database based on deep transfer learning network. Journal of image and graphics, 2019, 24(5): 753-761.

    [2] Fu Xiaofeng, Zhang Yu, Wu Jun. Occlusion expression variation face recognition based on auxiliary dictionary and low rank decomposition. Journal of image and graphics, 2018, 23(3): 399-409.

    [3] Xiao-Feng Fu, Ke-Bo Fu, Yu Zhang. Facial Expression Recognition Based on Feature Fusion and Sparse Representation. 2017 9th International Conference on Machine Learning and Computing (ICMLC 2017), 294-299.

    [4] Fu Xiaofeng, Fu Xiaojuan, Li Jianjun, and Yu Zhengsheng. Facial Expression Recognition Using Multi-scale Spatiotemporal Local Orientational Pattern Histogram Projection in Video Sequences. Journal of Computer-Aided Design & Computer Graphics, 2015, 27(6): 1060-1066.

    [5] Xiaofeng Fu, Rongbo Wang, Jinliang Yao, Hao Qi, Yunfei Guo. Spatiotemporal Local Orientational Binary Patterns for Facial Expression Recognition from Video Sequences. The 9th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD’2012), 2012, 3: 1433-1436.

    [6] Xiaofeng Fu, Guojun Dai, Changjun Wang, and Li Zhang. Centralized Gabor Gradient Histogram for Facial Gender Recognition. 2010 sixth international conference on natural computation, 2010, 6: 2070-2074.

    [7] FU Xiaofeng, WEI Wei. Local binary pattern histogram projection based fast recognition on large scale face database. Journal of Zhejiang University ( Engineering Science), 2010, 44(1):136-140.

    [8] Xiaofeng Fu, Wei Wei. Multi-radius centralized binary pattern histogram projection for face recognition. Chinese Optics Letters, 2009, 7(6): 475-478.

    [9] FU Xiao-feng, WEI Wei. Facial expression recognition based on multi-scale centralized binary pattern. Control Theory & Applications, 2009, 26(6): 629-633.

    [10] FU XiaoFeng, WEI Wei. Facial Expression Recognition Based on Advanced Local Binary Pattern Histogram Projection. PR &AI, 2009, 22(1): 123-128

    [11] FU Xiao-feng, WEI Wei. Local binary patterns based facial expression recognition using supervised laplacianfaces. Journal of Optoelectronics ·Laser, 2008, 19(6): 823-827.

    [12] Xiaofeng Fu, Wei Wei. Centralized Binary Patterns Embedded with Image Euclidean Distance for Facial Expression Recognition. The 4th International Conference on Natural Computation (ICNC’08), 2008, 4: 115-119.

    [13] XiaoFeng Fu, KeBo Fu, Yu Zhang, QiLi Zhou, XiaoJuan Fu. Facial Expression Recognition Based On Curvelet Transform And Sparse Representation[C]. 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery, 28-30 July, 2018, Huangshan, China: 257-263.

    [14] Jianjun Li, Na Wu, Zhihui Wang, Jiayou Du, Xiaofeng Fu, Chin-Chen Chang. Enhancement of the quality of images based on multiple threshold segmentation and adaptive Gamma correction. 11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP),Adelaide, AUSTRALIA,2015.9.23-2015.9.25, 2015,93-96.

    [15] Jianjun Li, Lijuan Meng, Zhihui Wang, Jiayou Du, Xiaofeng Fu, Chin-Chen Chang. A Modified IMM-CSRF Algorithm for Passive Tracking of Maneuvering Targets. 11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP),Adelaide, AUSTRALIA,2015.9.23-2015.9.25, 2015, 89-92.

    [16] Jianjun Li, Siming Huang, Xin Zhang, Xiaofeng Fu, Ching-Chun Chang, Zhuo Tang and Zhenxing Luo. Facial Expression Recognition by Transfer Learning for Small Datasets [C]. 2nd International Conference on Security with Intelligent Computing and Big-data Services, 2018: 756-770.

    [17] Shanqing Zhang, Pengcheng Li, Yiheng Meng, Li Li, Qili Zhou and Xiaofeng Fu. A Video Deblurring Algorithm Based on Motion Vector and An Encorder-Decoder Network. IEEE Access, 2019, 7(1): 86778-86788.